Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab

We formulate a dynamic model of vascular tumor growth, in which the interdependence of vascular dynamics with tumor volume is considered. The model describes the angiogenic switch; thus the inhibition of the vascularization process by antiangiogenic drugs may be taken into account explicitly. We val...

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Main Authors: Dávid Csercsik, Levente Kovács
Format: Article
Language:English
Published: Wiley 2019-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2019/9079104
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author Dávid Csercsik
Levente Kovács
author_facet Dávid Csercsik
Levente Kovács
author_sort Dávid Csercsik
collection DOAJ
description We formulate a dynamic model of vascular tumor growth, in which the interdependence of vascular dynamics with tumor volume is considered. The model describes the angiogenic switch; thus the inhibition of the vascularization process by antiangiogenic drugs may be taken into account explicitly. We validate the model against volume measurement data originating from experiments on mice and analyze the model behavior assuming different inputs corresponding to different therapies. Furthermore, we show that a simple extension of the model is capable of considering cytotoxic and antiangiogenic drugs as inputs simultaneously in qualitatively different ways.
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institution Kabale University
issn 1076-2787
1099-0526
language English
publishDate 2019-01-01
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series Complexity
spelling doaj-art-2524683d294f4557a77f405804235f912025-02-03T01:10:55ZengWileyComplexity1076-27871099-05262019-01-01201910.1155/2019/90791049079104Dynamic Modeling of the Angiogenic Switch and Its Inhibition by BevacizumabDávid Csercsik0Levente Kovács1Physiological Controls Research Center, University Research, Innovation and Service Center, Óbuda University, Budapest, HungaryPhysiological Controls Research Center, University Research, Innovation and Service Center, Óbuda University, Budapest, HungaryWe formulate a dynamic model of vascular tumor growth, in which the interdependence of vascular dynamics with tumor volume is considered. The model describes the angiogenic switch; thus the inhibition of the vascularization process by antiangiogenic drugs may be taken into account explicitly. We validate the model against volume measurement data originating from experiments on mice and analyze the model behavior assuming different inputs corresponding to different therapies. Furthermore, we show that a simple extension of the model is capable of considering cytotoxic and antiangiogenic drugs as inputs simultaneously in qualitatively different ways.http://dx.doi.org/10.1155/2019/9079104
spellingShingle Dávid Csercsik
Levente Kovács
Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab
Complexity
title Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab
title_full Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab
title_fullStr Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab
title_full_unstemmed Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab
title_short Dynamic Modeling of the Angiogenic Switch and Its Inhibition by Bevacizumab
title_sort dynamic modeling of the angiogenic switch and its inhibition by bevacizumab
url http://dx.doi.org/10.1155/2019/9079104
work_keys_str_mv AT davidcsercsik dynamicmodelingoftheangiogenicswitchanditsinhibitionbybevacizumab
AT leventekovacs dynamicmodelingoftheangiogenicswitchanditsinhibitionbybevacizumab